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The Trust Game Does Not (Only) Measure Trust: The Risk-Trust Confound Revisited

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  • Chetty, Rinelle
  • Hofmeyr, Andre
  • Kincaid, Harold
  • Monroe, Brian

Abstract

The trust game has become the behavioral measure of choice in social science investigations of trust. This measure is often used uncritically to compare levels of trust across people and cultures even though those levels may be affected by people's attitudes to risk. We evaluate an incentive-compatible experiment designed to investigate the potential for a risk-trust confound using a sample of 202 students at the University of Cape Town in 2016. We depart from the earlier risk-trust literature by using a risk preference task that incorporates a wide range of prizes and probabilities. This allows us to investigate whether earlier ambiguous results concerning risk-trust interactions simply reflect weak measurement instruments, and facilitates the estimation of structural econometric risk preference models. We find that amounts sent in the trust game are indeed associated with attitudes to risk, that the magnitude of this relationship is economically significant, and that it is robust across statistical models. In addition, we find that most previous studies of the risk-trust confound use preference elicitation mechanisms that are underpowered for identifying risk-trust relationships. Our results caution against the widespread use of the trust game to measure and compare levels of trust without careful adjustments for risk attitudes.

Suggested Citation

  • Chetty, Rinelle & Hofmeyr, Andre & Kincaid, Harold & Monroe, Brian, 2021. "The Trust Game Does Not (Only) Measure Trust: The Risk-Trust Confound Revisited," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 90(C).
  • Handle: RePEc:eee:soceco:v:90:y:2021:i:c:s2214804319302290
    DOI: 10.1016/j.socec.2020.101520
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    as
    1. Zak, Paul J & Knack, Stephen, 2001. "Trust and Growth," Economic Journal, Royal Economic Society, vol. 111(470), pages 295-321, April.
    2. Loomes, Graham & Sugden, Robert, 1998. "Testing Different Stochastic Specifications of Risky Choice," Economica, London School of Economics and Political Science, vol. 65(260), pages 581-598, November.
    3. Yann Algan & Pierre Cahuc, 2010. "Inherited Trust and Growth," American Economic Review, American Economic Association, vol. 100(5), pages 2060-2092, December.
    4. Cox, James C., 2004. "How to identify trust and reciprocity," Games and Economic Behavior, Elsevier, vol. 46(2), pages 260-281, February.
    5. Houser, Daniel & Schunk, Daniel & Winter, Joachim, 2010. "Distinguishing trust from risk: An anatomy of the investment game," Journal of Economic Behavior & Organization, Elsevier, vol. 74(1-2), pages 72-81, May.
    6. Peter P. Wakker, 2008. "Explaining the characteristics of the power (CRRA) utility family," Health Economics, John Wiley & Sons, Ltd., vol. 17(12), pages 1329-1344, December.
    7. Johnson, Noel D. & Mislin, Alexandra A., 2011. "Trust games: A meta-analysis," Journal of Economic Psychology, Elsevier, vol. 32(5), pages 865-889.
    8. Glenn W. Harrison & John A. List, 2004. "Field Experiments," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1009-1055, December.
    9. Quiggin, John, 1982. "A theory of anticipated utility," Journal of Economic Behavior & Organization, Elsevier, vol. 3(4), pages 323-343, December.
    10. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    11. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    12. John A. List (ed.), 2006. "Using Experimental Methods in Environmental and Resource Economics," Books, Edward Elgar Publishing, number 4180.
    13. Glenn W. Harrison, 2006. "Hypothetical Bias Over Uncertain Outcomes," Chapters, in: John A. List (ed.), Using Experimental Methods in Environmental and Resource Economics, chapter 3, Edward Elgar Publishing.
    14. Armin Falk & Anke Becker & Thomas Dohmen & David Huffman & Uwe Sunde, 2023. "The Preference Survey Module: A Validated Instrument for Measuring Risk, Time, and Social Preferences," Management Science, INFORMS, vol. 69(4), pages 1935-1950, April.
    15. repec:hal:spmain:info:hdl:2441/432sbils8u9t7qa99cii5psht1 is not listed on IDEAS
    16. Iris Bohnet & Fiona Greig & Benedikt Herrmann & Richard Zeckhauser, 2008. "Betrayal Aversion: Evidence from Brazil, China, Oman, Switzerland, Turkey, and the United States," American Economic Review, American Economic Association, vol. 98(1), pages 294-310, March.
    17. Alexis Garapin & Laurent Muller & Bilel Rahali, 2015. "Does Trust Mean Giving and not Risking? Experimental Evidence from the Trust Game," Revue d'économie politique, Dalloz, vol. 125(5), pages 701-716.
    18. Ben-Ner, Avner & Halldorsson, Freyr, 2010. "Trusting and trustworthiness: What are they, how to measure them, and what affects them," Journal of Economic Psychology, Elsevier, vol. 31(1), pages 64-79, February.
    19. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2006. "Does Culture Affect Economic Outcomes?," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 23-48, Spring.
    20. Michael Kosfeld & Markus Heinrichs & Paul J. Zak & Urs Fischbacher & Ernst Fehr, 2005. "Oxytocin increases trust in humans," Nature, Nature, vol. 435(7042), pages 673-676, June.
    21. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David B. Huffman & Uwe Sunde, 2017. "Global Evidence on Economic Preferences," NBER Working Papers 23943, National Bureau of Economic Research, Inc.
    22. Anne Corcos & François Pannequin & Sacha Bourgeois-gironde, 2012. "Is trust an ambiguous rather than a risky decision?," Economics Bulletin, AccessEcon, vol. 32(3), pages 2255-2266.
    23. Håkan J. Holm & Anders Danielson, 2005. "Tropic Trust Versus Nordic Trust: Experimental Evidence From Tanzania And Sweden," Economic Journal, Royal Economic Society, vol. 115(503), pages 505-532, April.
    24. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David Huffman & Uwe Sunde, 2018. "Global Evidence on Economic Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(4), pages 1645-1692.
    25. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2008. "Trusting the Stock Market," Journal of Finance, American Finance Association, vol. 63(6), pages 2557-2600, December.
    26. Paola Sapienza & Anna Toldra‐Simats & Luigi Zingales, 2013. "Understanding Trust," Economic Journal, Royal Economic Society, vol. 123(12), pages 1313-1332, December.
    27. Brülhart, Marius & Usunier, Jean-Claude, 2012. "Does the trust game measure trust?," Economics Letters, Elsevier, vol. 115(1), pages 20-23.
    28. Wilcox, Nathaniel T., 2011. "'Stochastically more risk averse:' A contextual theory of stochastic discrete choice under risk," Journal of Econometrics, Elsevier, vol. 162(1), pages 89-104, May.
    29. Berg Joyce & Dickhaut John & McCabe Kevin, 1995. "Trust, Reciprocity, and Social History," Games and Economic Behavior, Elsevier, vol. 10(1), pages 122-142, July.
    30. Cilliers, Jacobus & Dube, Oeindrila & Siddiqi, Bilal, 2015. "The white-man effect: How foreigner presence affects behavior in experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 397-414.
    31. Steffen Andersen & Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2008. "Eliciting Risk and Time Preferences," Econometrica, Econometric Society, vol. 76(3), pages 583-618, May.
    32. Schechter, Laura, 2007. "Traditional trust measurement and the risk confound: An experiment in rural Paraguay," Journal of Economic Behavior & Organization, Elsevier, vol. 62(2), pages 272-292, February.
    33. Avdeenko, Alexandra & Gilligan, Michael J., 2015. "International Interventions to Build Social Capital: Evidence from a Field Experiment in Sudan," American Political Science Review, Cambridge University Press, vol. 109(3), pages 427-449, August.
    34. Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström & Marcela Tarazona-Gómez, 2013. "Preferences over social risk," Oxford Economic Papers, Oxford University Press, vol. 65(1), pages 25-46, January.
    35. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    36. Bohnet, Iris & Zeckhauser, Richard, 2004. "Trust, risk and betrayal," Journal of Economic Behavior & Organization, Elsevier, vol. 55(4), pages 467-484, December.
    37. Glenn W. Harrison, 2014. "Real choices and hypothetical choices," Chapters, in: Stephane Hess & Andrew Daly (ed.), Handbook of Choice Modelling, chapter 10, pages 236-254, Edward Elgar Publishing.
    38. Fairley, Kim & Sanfey, Alan & Vyrastekova, Jana & Weitzel, Utz, 2016. "Trust and risk revisited," Journal of Economic Psychology, Elsevier, vol. 57(C), pages 74-85.
    39. Willinger, Marc & Keser, Claudia & Lohmann, Christopher & Usunier, Jean-Claude, 2003. "A comparison of trust and reciprocity between France and Germany: Experimental investigation based on the investment game," Journal of Economic Psychology, Elsevier, vol. 24(4), pages 447-466, August.
    40. McKinley Blackburn & Glenn W. Harrison & E. Elisabet Rutström, 1994. "Statistical Bias Functions and Informative Hypothetical Surveys," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(5), pages 1084-1088.
    41. Alvin Etang & David Fielding & Stephen Knowles, 2011. "Does trust extend beyond the village? Experimental trust and social distance in Cameroon," Experimental Economics, Springer;Economic Science Association, vol. 14(1), pages 15-35, March.
    42. Drazen Prelec, 1998. "The Probability Weighting Function," Econometrica, Econometric Society, vol. 66(3), pages 497-528, May.
    43. Peter P. Wakker, 2008. "Explaining the characteristics of the power (CRRA) utility family," Health Economics, John Wiley & Sons, Ltd., vol. 17(12), pages 1329-1344.
    44. Glenn W. Harrison & Andre Hofmeyr & Don Ross & J. Todd Swarthout, 2018. "Risk Preferences, Time Preferences, and Smoking Behavior," Southern Economic Journal, John Wiley & Sons, vol. 85(2), pages 313-348, October.
    45. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    46. Nava Ashraf & Iris Bohnet & Nikita Piankov, 2006. "Decomposing trust and trustworthiness," Experimental Economics, Springer;Economic Science Association, vol. 9(3), pages 193-208, September.
    47. Slonim, Robert & Guillen, Pablo, 2010. "Gender selection discrimination: Evidence from a Trust game," Journal of Economic Behavior & Organization, Elsevier, vol. 76(2), pages 385-405, November.
    48. repec:cup:judgdm:v:12:y:2017:i:6:p:584-595 is not listed on IDEAS
    49. Eckel, Catherine C. & Wilson, Rick K., 2004. "Is trust a risky decision?," Journal of Economic Behavior & Organization, Elsevier, vol. 55(4), pages 447-465, December.
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    More about this item

    Keywords

    Risk Aversion; Trust Game; Risk-Trust Confound;
    All these keywords.

    JEL classification:

    • C71 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Cooperative Games
    • C92 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Group Behavior
    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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